Development of a Framework of Target-Oriented Decision Analysis and Its Application

• Project/Area Number: 19500174
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Sensitivity informatics/Soft computing
• Research Institution: Japan Advanced Institute of Science and Technology
• Principal Investigator: NAKAMORI Yoshiteru Japan Advanced Institute of Science and Technology, 知識科学研究科, 教授 (30148598)
• Co-Investigator(Kenkyū-buntansha): HUYNH Nam van 北陸先端科学技術大学院大学, 知識科学研究科, 助教 (00362020)
• Project Period (FY): 2007 – 2009
• Project Status: Completed (Fiscal Year 2009)
• Budget Amount: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000); Fiscal Year 2009: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000); Fiscal Year 2008: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000); Fiscal Year 2007: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
• Keywords: 感性情報学 / 解析・評価 / 意思決定問題 / 暗黙知と形式知 / 伝統産業

Research Abstract

目標志向意思決定分析における様々な属性の統一的扱いを可能にするフレームワークを構築した。それにより、ファジィ目標志向意決定アプローチを不確実性を伴う多属性意思決定分析へ拡張することを可能にした。また、意思決定者の目標に対する態度と効用関数で表されたリスクに対する態度の間の興味深い関連性を確立した。応用として、属性が人間の知覚の美的側面を反映して感性的に評価される伝統工芸品(九谷焼、山中漆器)の消費者志向の評価モデルを構築した。

Research Products

• [Journal Article] Notes on Reducing algorithm complexity for computing an aggregate uncertainty measure (2010)
  • Author(s): V.N. Huynh, Y. Nakamori
  • Journal Title: IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans 40(1) Pages: 205-209
  • NAID: 120002314482
  • Peer Reviewed
• [Journal Article] Notes on reducing algorithm complexity for computing an aggregate uncertainty measure (2010)
  • Author(s): V.N.Huynh, Y.Nakamori
  • Journal Title: IEEE Transactions on Systems, Man and Cybernetics-Part A : Systems and Humans 40(1) Pages: 205-209
  • NAID: 120002314482
  • Peer Reviewed
• [Journal Article] Linguistic multi-expert decision making involving semantic overlapping (2010)
  • Author(s): H.B.Yan, V.N.Huynh, Y.Nakamori
  • Journal Title: Advances in Intelligent and Soft Computing 68 Pages: 281-292
  • Peer Reviewed
• [Journal Article] Target-oriented decision analysis with different target preferences (2009)
  • Author(s): H.B.Yan, V.N.Huynh, Y.Nakamori
  • Journal Title: Lecture Notes in Artificial Intelligence 5861 Pages: 182-193
  • Peer Reviewed
• [Journal Article] Kansei evaluation based on prioritized multi-attribute fuzzy target-oriented decision analysis (2008)
  • Author(s): H.B. Yan, V.N. Huynh, T. Murai, Y. Nakamori
  • Journal Title: Information Sciences 178(21) Pages: 4080-4093
  • NAID: 120001856663
  • Peer Reviewed
• [Journal Article] A behavioral decision model based on fuzzy targets in decision making using weather information (2008)
  • Author(s): A. Hiramatsu, V.N. Huynh, Y. Nakamori
  • Journal Title: Journal of Advanced Computational Intelligence and Intelligent Informatics 12(5) Pages: 435-442
  • Peer Reviewed
• [Journal Article] A probability-based approach to comparison of fuzzy numbers and applications to target oriented decision making (2008)
  • Author(s): V.N. Huynh, Y. Nakamori, J. Lawry
  • Journal Title: IEEE Transactions on Fuzzy Systems 16(2) Pages: 371-387
  • NAID: 120000861762
  • Peer Reviewed
• [Journal Article] Kansei evaluation based on prioritized multi-attribute fuzzy target-oriented decision analysis (2008)
  • Author(s): H. B. Yan, V. -N. Huynh, T. Murai, Y. Nakamori
  • Journal Title: Information Sciences 178(21) Pages: 4080-4093
  • NAID: 120001856663
  • Peer Reviewed
• [Journal Article] A behavioral decision model based on fuzzy targets in decision making using weather information (2008)
  • Author(s): Hiramatsu, V. -N. Huynh, Y. Nakamori
  • Journal Title: Journal of Advanced Computational Intelligence and Intellient Informatics 12(5) Pages: 435-442
  • Peer Reviewed
• [Journal Article] A probability-based approach to comparison of fuzzy numbers and applications to target oriented decision making (2008)
  • Author(s): V. -N. Huynh, Y. Nakamori, J. Lawry
  • Journal Title: IEEE Transactions on Fuzzy Systems 16(2) Pages: 371-387
  • NAID: 120000861762
  • Peer Reviewed
• [Journal Article] A probability-based approach to comparison of fuzzy numbers and applications to target oriented decision making (2008)
  • Author(s): V.N.Huynh, Y.Nakamori, J.Lawry
  • Journal Title: IEEE Transactions on Fuzzy Systems 16 Pages: 371-387
  • NAID: 120000861762
  • Peer Reviewed
• [Journal Article] Decision making under uncertainty with fuzzy targets (2007)
  • Author(s): V.N. Huynh, Y. Nakamori, M. Ryoke, T.B. Ho
  • Journal Title: Fuzzy Optimization and Decision Making 6(3) Pages: 255-278
  • NAID: 120000861775
  • Peer Reviewed
• [Journal Article] Decision making under uncertainty with fuzzy targets (2007)
  • Author(s): V.N.Huynh, Y.Nakamori, M.Ryoke, T.B.Ho
  • Journal Title: Fuzzy Optimization and Decision Making 6 Pages: 255-278
  • NAID: 120000861775
  • Peer Reviewed
• [Journal Article] An algebraic foundation for linguistic reasoning (2007)
  • Author(s): V.N.Huynh, Y.Nakamori, T.Murai
  • Journal Title: Fundaments Informaticae 78 Pages: 271-294
  • NAID: 120000861763
  • Peer Reviewed
• [Journal Article] Combining classifiers for word sense disambiguation based on Dempster-Shafer theory and OWA operators (2007)
  • Author(s): A.C.Le, V.N.Huynh, A.Shimazu, Y.Nakamori
  • Journal Title: Data & Knowledge Engineering 63 Pages: 381-396
  • NAID: 120000861755
  • Peer Reviewed
• [Journal Article] A target-based decision making approach to consumer-oriented evaluation model for Japanese traditional crafts
  • Author(s): V.N. Huynh, H.B. Yan, Y. Nakamori
  • Journal Title: IEEE Transactions on Engineering Management (in press)
  • NAID: 120002710187
  • Peer Reviewed
• [Presentation] Target- oriented decision analysis with different target preferences (2009)
  • Author(s): H.B. Yan, V.N. Huynh, Y. Nakamori
  • Organizer: The 6th International Conference on Modeling Decisions for Artificial Intelligence
  • Place of Presentation: Awaji Island, Japan
• [Presentation] Decision analysis with hybrid uncertain performance targets (2009)
  • Author(s): H.B. Yan, V.N. Huynh, Y. Nakamori
  • Organizer: IEEE International Conference on Systems, Man, and Cybernetics
  • Place of Presentation: San Antonio, Texas, USA
• [Presentation] A new justification of Hurwicz optimism-pessimism approach and its use in group decision making (2009)
  • Author(s): V.N. Huynh, Y. Nakamori, C. Hu, V. Kreinovich
  • Organizer: The 39th International Symposium on Multiple-Valued Logic
  • Place of Presentation: Okinawa, Japan
• [Presentation] On decision making under interval uncertainty : A new justification of Hurwicz optimism-pessimism approach and its use in group decision making (2009)
  • Author(s): V.N.Huynh, Y.Nakamori, C.Hu, V.Kreinovich
  • Organizer: The 39^<th> International Symposium on Multiple-Valued Logic
  • Place of Presentation: Okinawa, Japan
• [Presentation] Subjective evaluation using fuzzy targets (2008)
  • Author(s): H.B. Yan, V.N. Huynh, Y. Nakamori
  • Organizer: The 8th International FLINS Conference
  • Place of Presentation: Madrid, Spain, in D. Ruan
• [Presentation] Prioritized multi-criteria decision making based on r-norms and OWA operator (2008)
  • Author(s): H. -B. Yan, V. -N. Huynh, Y. Nakamori
  • Organizer: The 9th International Symposium on Knowledge and Systems Sciences
  • Place of Presentation: Guangzhou, China
• [Presentation] Multi- criteria decision making with fuzzy targets (2007)
  • Author(s): H.B. Yan, V.N. Huynh, Y. Nakamori
  • Organizer: The 8th International Symposium on Knowledge and System Sciences
  • Place of Presentation: Ishikawa, Japan
• [Presentation] Group decision making with linguistic information using a probability-based approach and OWA operator (2007)
  • Author(s): V.N.Huynh, Y.Nakamori
  • Organizer: 2007 IEEE International Conference on Systems, Man, and Cybernetics(SMC 2007)
  • Place of Presentation: Montreal,Canada
• [Presentation] A new linguistic approach to go/no-go evaluation at the front end in new product development (2007)
  • Author(s): V.N.Huynh, Y.Nakamori
  • Organizer: The 8-th International Symposium Knowledge and Svstems Sciences
  • Place of Presentation: Ishikawa,Japan
• [Presentation] On probability of making a given decision: A theoretically justified transition from interval to fuzzvy uncertainty (2007)
  • Author(s): V.N.Huynh, Y.Nakamori, F.Modave
  • Organizer: 2007 Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS 2007)
  • Place of Presentation: San Diego
• [Book] Integrated Uncertainty Management and Applications (2010)
  • Author(s): Van-Nam Huynh, Yoshiteru Nakamori, et al. (Eds.)
  • Total Pages: 560
  • Publisher: Springer-Verlag
• [Book] Interval/ Probabilistic Uncertainty and Non-Classical Logics(V. Kreinovich, H. T. Nguyen) (2008)
  • Author(s): V. N. Huynh, Y. Nakamori, H. Ono, J. Lawry
  • Publisher: Springer-Verla
• [Book] A probability-based approach to consumer oriented evaluation of traditional craft items using kansei data(V. N. Huynh, Y.) (2008)
  • Author(s): H. B. Yan, V. N. Huynh, Y. Nakamori
  • Publisher: Springer-Verlag
• [Book] An AI-Based Approach(G. Phillips-Wren, N.) (2008)
  • Author(s): V. N. Huynh, Y. Nakamori, T. Murai
  • Publisher: Springer-Verlag
• [Book] Interval/Probabilistic Uncertainty and Non-Classical Logic (2008)
  • Author(s): V. -N. Huynh, Y. Nakamori, H. Ono, J. Lawry, V. Kreinovich, H. T. Nguyen (Eds. )
  • Total Pages: 375
  • Publisher: Springer-Verlag
• [Book] Knowledge representation and multiple criteria aggregation(Age, A. P. Wierzbicki, Y. Nakamori) (2007)
  • Author(s): W. Traczyk, A. P. Wierzbicki, V. N. Huynh
  • Publisher: Springer-Verlag